René's URL Explorer Experiment


Title: GitHub - jemather/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Open Graph Title: GitHub - jemather/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.

X Title: GitHub - jemather/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Description: Leveraging BERT and c-TF-IDF to create easily interpretable topics. - GitHub - jemather/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Open Graph Description: Leveraging BERT and c-TF-IDF to create easily interpretable topics. - GitHub - jemather/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.

X Description: Leveraging BERT and c-TF-IDF to create easily interpretable topics. - GitHub - jemather/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Opengraph URL: https://github.com/jemather/BERTopic

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:1d667d92-ad8d-5542-f23e-2c1617961575
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idD2EA:119F1E:1DE9416:265C6B6:69900340
html-safe-nonce63cb1c13af153d177a554780d5aba4e5da98e9f33a4cf1a4a0a96842ea297ae3
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEMkVBOjExOUYxRToxREU5NDE2OjI2NUM2QjY6Njk5MDAzNDAiLCJ2aXNpdG9yX2lkIjoiMzI2NTA4MzMwODk3NTg1MDMwNCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac8de0bd8e2a33d3f773c0a88dadc6867801a529413deb0a32376ddb2811099b1e
hovercard-subject-tagrepository:974314383
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/jemather/BERTopic
twitter:imagehttps://opengraph.githubassets.com/2e9df321c430b02c4e799f9876e1408d0ad3f2797920a4912fe322bd2bc51ca1/jemather/BERTopic
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/2e9df321c430b02c4e799f9876e1408d0ad3f2797920a4912fe322bd2bc51ca1/jemather/BERTopic
og:image:altLeveraging BERT and c-TF-IDF to create easily interpretable topics. - GitHub - jemather/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-controlno-preview
go-importgithub.com/jemather/BERTopic git https://github.com/jemather/BERTopic.git
octolytics-dimension-user_id14341319
octolytics-dimension-user_loginjemather
octolytics-dimension-repository_id974314383
octolytics-dimension-repository_nwojemather/BERTopic
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id297672263
octolytics-dimension-repository_parent_nwoMaartenGr/BERTopic
octolytics-dimension-repository_network_root_id297672263
octolytics-dimension-repository_network_root_nwoMaartenGr/BERTopic
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release3b33c5aedc9808f45bc5fcf0b1e4404cf749dac7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/jemather/BERTopic#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjemather%2FBERTopic
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjemather%2FBERTopic
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=jemather%2FBERTopic
Reloadhttps://patch-diff.githubusercontent.com/jemather/BERTopic
Reloadhttps://patch-diff.githubusercontent.com/jemather/BERTopic
Reloadhttps://patch-diff.githubusercontent.com/jemather/BERTopic
jemather https://patch-diff.githubusercontent.com/jemather
BERTopichttps://patch-diff.githubusercontent.com/jemather/BERTopic
MaartenGr/BERTopichttps://patch-diff.githubusercontent.com/MaartenGr/BERTopic
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fjemather%2FBERTopic
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fjemather%2FBERTopic
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fjemather%2FBERTopic
maartengr.github.io/BERTopic/https://maartengr.github.io/BERTopic/
MIT license https://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/LICENSE
0 stars https://patch-diff.githubusercontent.com/jemather/BERTopic/stargazers
881 forks https://patch-diff.githubusercontent.com/jemather/BERTopic/forks
Branches https://patch-diff.githubusercontent.com/jemather/BERTopic/branches
Tags https://patch-diff.githubusercontent.com/jemather/BERTopic/tags
Activity https://patch-diff.githubusercontent.com/jemather/BERTopic/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fjemather%2FBERTopic
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fjemather%2FBERTopic
Code https://patch-diff.githubusercontent.com/jemather/BERTopic
Pull requests 0 https://patch-diff.githubusercontent.com/jemather/BERTopic/pulls
Actions https://patch-diff.githubusercontent.com/jemather/BERTopic/actions
Projects 0 https://patch-diff.githubusercontent.com/jemather/BERTopic/projects
Security 0 https://patch-diff.githubusercontent.com/jemather/BERTopic/security
Insights https://patch-diff.githubusercontent.com/jemather/BERTopic/pulse
Code https://patch-diff.githubusercontent.com/jemather/BERTopic
Pull requests https://patch-diff.githubusercontent.com/jemather/BERTopic/pulls
Actions https://patch-diff.githubusercontent.com/jemather/BERTopic/actions
Projects https://patch-diff.githubusercontent.com/jemather/BERTopic/projects
Security https://patch-diff.githubusercontent.com/jemather/BERTopic/security
Insights https://patch-diff.githubusercontent.com/jemather/BERTopic/pulse
Brancheshttps://patch-diff.githubusercontent.com/jemather/BERTopic/branches
Tagshttps://patch-diff.githubusercontent.com/jemather/BERTopic/tags
https://patch-diff.githubusercontent.com/jemather/BERTopic/branches
https://patch-diff.githubusercontent.com/jemather/BERTopic/tags
220 Commitshttps://patch-diff.githubusercontent.com/jemather/BERTopic/commits/master/
https://patch-diff.githubusercontent.com/jemather/BERTopic/commits/master/
.githubhttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/.github
.githubhttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/.github
bertopichttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/bertopic
bertopichttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/bertopic
docshttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/docs
docshttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/docs
imageshttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/images
imageshttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/images
testshttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/tests
testshttps://patch-diff.githubusercontent.com/jemather/BERTopic/tree/master/tests
.git-blame-ignore-revshttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.git-blame-ignore-revs
.git-blame-ignore-revshttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.git-blame-ignore-revs
.gitattributeshttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.gitattributes
.gitignorehttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.gitignore
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/.pre-commit-config.yaml
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/CONTRIBUTING.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/CONTRIBUTING.md
LICENSEhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/LICENSE
Makefilehttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/Makefile
Makefilehttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/Makefile
README.mdhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/README.md
mkdocs.ymlhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/mkdocs.yml
mkdocs.ymlhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/mkdocs.yml
pyproject.tomlhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/pyproject.toml
pyproject.tomlhttps://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/pyproject.toml
READMEhttps://patch-diff.githubusercontent.com/jemather/BERTopic
Contributinghttps://patch-diff.githubusercontent.com/jemather/BERTopic
Licensehttps://patch-diff.githubusercontent.com/jemather/BERTopic
https://pepy.tech/projects/bertopic
https://pypi.org/project/bertopic/
https://github.com/MaartenGr/BERTopic/actions
https://maartengr.github.io/BERTopic/
https://pypi.org/project/bertopic/
https://github.com/MaartenGr/VLAC/blob/master/LICENSE
https://arxiv.org/abs/2203.05794
https://patch-diff.githubusercontent.com/jemather/BERTopic#bertopic
https://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/images/logo.png
Guidedhttps://maartengr.github.io/BERTopic/getting_started/guided/guided.html
Supervisedhttps://maartengr.github.io/BERTopic/getting_started/supervised/supervised.html
Semi-supervisedhttps://maartengr.github.io/BERTopic/getting_started/semisupervised/semisupervised.html
Manualhttps://maartengr.github.io/BERTopic/getting_started/manual/manual.html
Multi-topic distributionshttps://maartengr.github.io/BERTopic/getting_started/distribution/distribution.html
Hierarchicalhttps://maartengr.github.io/BERTopic/getting_started/hierarchicaltopics/hierarchicaltopics.html
Class-basedhttps://maartengr.github.io/BERTopic/getting_started/topicsperclass/topicsperclass.html
Dynamichttps://maartengr.github.io/BERTopic/getting_started/topicsovertime/topicsovertime.html
Online/Incrementalhttps://maartengr.github.io/BERTopic/getting_started/online/online.html
Multimodalhttps://maartengr.github.io/BERTopic/getting_started/multimodal/multimodal.html
Multi-aspecthttps://maartengr.github.io/BERTopic/getting_started/multiaspect/multiaspect.html
Text Generation/LLMhttps://maartengr.github.io/BERTopic/getting_started/representation/llm.html
Zero-shot (new!)https://maartengr.github.io/BERTopic/getting_started/zeroshot/zeroshot.html
Merge Models (new!)https://maartengr.github.io/BERTopic/getting_started/merge/merge.html
Seed Words (new!)https://maartengr.github.io/BERTopic/getting_started/seed_words/seed_words.html
herehttps://medium.com/data-science/topic-modeling-with-bert-779f7db187e6?sk=0b5a470c006d1842ad4c8a3057063a99
herehttps://medium.com/data-science/using-whisper-and-bertopic-to-model-kurzgesagts-videos-7d8a63139bdf?sk=b1e0fd46f70cb15e8422b4794a81161d
herehttps://medium.com/data-science/interactive-topic-modeling-with-bertopic-1ea55e7d73d8?sk=03c2168e9e74b6bda2a1f3ed953427e4
paperhttps://arxiv.org/abs/2203.05794
brief overviewhttps://maartengr.github.io/BERTopic/algorithm/algorithm.html
https://patch-diff.githubusercontent.com/jemather/BERTopic#installation
pypihttps://pypi.org/project/bertopic/
this tutorialhttps://maartengr.github.io/BERTopic/getting_started/tips_and_tricks/tips_and_tricks.html#lightweight-installation
https://patch-diff.githubusercontent.com/jemather/BERTopic#getting-started
full documentationhttps://maartengr.github.io/BERTopic/
https://colab.research.google.com/drive/1BoQ_vakEVtojsd2x_U6-_x52OOuqruj2?usp=sharing
https://colab.research.google.com/drive/1W7aEdDPxC29jP99GGZphUlqjMFFVKtBC?usp=sharing
https://colab.research.google.com/drive/1QCERSMUjqGetGGujdrvv_6_EeoIcd_9M?usp=sharing
https://colab.research.google.com/drive/1DdSHvVPJA3rmNfBWjCo2P1E9686xfxFx?usp=sharing
https://colab.research.google.com/drive/1FieRA9fLdkQEGDIMYl0I3MCjSUKVF8C-?usp=sharing
https://colab.research.google.com/drive/18arPPe50szvcCp_Y6xS56H2tY0m-RLqv?usp=sharing
https://colab.research.google.com/drive/1ClTYut039t-LDtlcd-oQAdXWgcsSGTw9?usp=sharing
https://colab.research.google.com/drive/1bxizKzv5vfxJEB29sntU__ZC7PBSIPaQ?usp=sharing
https://colab.research.google.com/drive/1un8ooI-7ZNlRoK0maVkYhmNRl0XGK88f?usp=sharing
https://www.kaggle.com/maartengr/topic-modeling-arxiv-abstract-with-bertopic
https://patch-diff.githubusercontent.com/jemather/BERTopic#quick-start
https://patch-diff.githubusercontent.com/jemather/BERTopic#fine-tune-topic-representations
topic representationshttps://maartengr.github.io/BERTopic/getting_started/representation/representation.html
multi-aspect topic representationshttps://maartengr.github.io/BERTopic/getting_started/multiaspect/multiaspect.html
https://patch-diff.githubusercontent.com/jemather/BERTopic#visualizations
many visualization optionshttps://maartengr.github.io/BERTopic/getting_started/visualization/visualization.html
LDAvishttps://github.com/cpsievert/LDAvis
https://patch-diff.githubusercontent.com/jemather/BERTopic/blob/master/images/topic_visualization.gif
https://patch-diff.githubusercontent.com/jemather/BERTopic#modularity
main stepshttps://maartengr.github.io/BERTopic/algorithm/algorithm.html
Embeddinghttps://maartengr.github.io/BERTopic/getting_started/embeddings/embeddings.html
Reducing dimensionalityhttps://maartengr.github.io/BERTopic/getting_started/dim_reduction/dim_reduction.html
Clusteringhttps://maartengr.github.io/BERTopic/getting_started/clustering/clustering.html
Tokenizationhttps://maartengr.github.io/BERTopic/getting_started/vectorizers/vectorizers.html
Weighthttps://maartengr.github.io/BERTopic/getting_started/ctfidf/ctfidf.html
Represent topicshttps://maartengr.github.io/BERTopic/getting_started/representation/representation.html
multiplehttps://maartengr.github.io/BERTopic/getting_started/multiaspect/multiaspect.html
https://patch-diff.githubusercontent.com/jemather/BERTopic#functionality
https://patch-diff.githubusercontent.com/jemather/BERTopic#common
https://patch-diff.githubusercontent.com/jemather/BERTopic#attributes
https://patch-diff.githubusercontent.com/jemather/BERTopic#variations
Topic Distribution Approximationhttps://maartengr.github.io/BERTopic/getting_started/distribution/distribution.html
Online Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/online/online.html
Semi-supervised Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/semisupervised/semisupervised.html
Supervised Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/supervised/supervised.html
Manual Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/manual/manual.html
Multimodal Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/multimodal/multimodal.html
Topic Modeling per Classhttps://maartengr.github.io/BERTopic/getting_started/topicsperclass/topicsperclass.html
Dynamic Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/topicsovertime/topicsovertime.html
Hierarchical Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/hierarchicaltopics/hierarchicaltopics.html
Guided Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/guided/guided.html
Zero-shot Topic Modelinghttps://maartengr.github.io/BERTopic/getting_started/zeroshot/zeroshot.html
Merge Multiple Modelshttps://maartengr.github.io/BERTopic/getting_started/merge/merge.html
https://patch-diff.githubusercontent.com/jemather/BERTopic#visualizations-1
https://patch-diff.githubusercontent.com/jemather/BERTopic#citation
BERTopic paperhttps://arxiv.org/abs/2203.05794
maartengr.github.io/BERTopic/https://maartengr.github.io/BERTopic/
Readme https://patch-diff.githubusercontent.com/jemather/BERTopic#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/jemather/BERTopic#MIT-1-ov-file
Contributing https://patch-diff.githubusercontent.com/jemather/BERTopic#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/jemather/BERTopic
Activityhttps://patch-diff.githubusercontent.com/jemather/BERTopic/activity
0 starshttps://patch-diff.githubusercontent.com/jemather/BERTopic/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/jemather/BERTopic/watchers
0 forkshttps://patch-diff.githubusercontent.com/jemather/BERTopic/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fjemather%2FBERTopic&report=jemather+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/jemather/BERTopic/releases
Packages 0https://patch-diff.githubusercontent.com/users/jemather/packages?repo_name=BERTopic
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.